| Interpretable Deep Learning for Forecasting Online Advertising Costs: Insights from the Competitive Bidding Landscape | Feb 11, 2023 | ClusteringFeature Importance | —Unverified | 0 | 0 |
| Spatial and Spatiotemporal Volatility Models: A Review | Aug 24, 2023 | Time Series | —Unverified | 0 | 0 |
| Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach | Jul 19, 2020 | Anomaly DetectionFederated Learning | —Unverified | 0 | 0 |
| Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection | May 22, 2019 | Generative Adversarial NetworkSleep apnea detection | —Unverified | 0 | 0 |
| Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation | Nov 13, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 | 0 |
| Spatial Mapping with Gaussian Processes and Nonstationary Fourier Features | Nov 15, 2017 | Gaussian ProcessesTime Series | —Unverified | 0 | 0 |
| Interpretable Conservation Law Estimation by Deriving the Symmetries of Dynamics from Trained Deep Neural Networks | Dec 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting | Jun 7, 2022 | Graph AttentionTime Series | —Unverified | 0 | 0 |
| Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM | Oct 15, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 | 0 |
| Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification | Dec 16, 2023 | Time SeriesTime Series Classification | —Unverified | 0 | 0 |
| Interpretable Classification of Time-Series Data using Efficient Enumerative Techniques | Jul 24, 2019 | Autonomous VehiclesClassification | —Unverified | 0 | 0 |
| Interpretable Categorization of Heterogeneous Time Series Data | Aug 30, 2017 | ClusteringCollision Avoidance | —Unverified | 0 | 0 |
| Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series | Sep 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM-PSO Model Approach | Aug 22, 2024 | Time Series | —Unverified | 0 | 0 |
| Spatial-temporal wind field prediction by Artificial Neural Networks | Dec 13, 2017 | PredictionTime Series | —Unverified | 0 | 0 |
| Spatio-Temporal Activation Function To Map Complex Dynamical Systems | Sep 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Interpolation and Gap Filling of Landsat Reflectance Time Series | Dec 11, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models | Oct 16, 2019 | Deep LearningDimensionality Reduction | —Unverified | 0 | 0 |
| Spatiotemporal Analysis Using Riemannian Composition of Diffusion Operators | Jan 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Interdependency between the Stock Market and Financial News | Sep 1, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deep Air Quality Forecasting Using Hybrid Deep Learning Framework | Dec 12, 2018 | Deep LearningManagement | —Unverified | 0 | 0 |
| Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation | Jan 1, 2025 | ClusteringTest-time Adaptation | —Unverified | 0 | 0 |
| Spatiotemporal clustering, climate periodicity, and social-ecological risk factors for dengue during an outbreak in Machala, Ecuador, in 2010 | Jan 13, 2015 | Model SelectionTime Series | —Unverified | 0 | 0 |
| Interactive dense pixel visualizations for time series and model attribution explanations | Aug 27, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 | 0 |
| Interactive Counterfactual Generation for Univariate Time Series | Aug 20, 2024 | counterfactualTime Series | —Unverified | 0 | 0 |
| Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification | Jul 23, 2022 | ClassificationTime Series | —Unverified | 0 | 0 |
| Spatiotemporal Forecasting in Climate Data Using EOFs and Machine Learning Models: A Case Study in Chile | Feb 21, 2025 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Intelligently Augmented Contrastive Tensor Factorization: Empowering Multi-dimensional Time Series Classification in Low-Data Environments | May 3, 2025 | Contrastive LearningTime Series | —Unverified | 0 | 0 |
| Spatio-Temporal Functional Neural Networks | Sep 11, 2020 | regressionTime Series | —Unverified | 0 | 0 |
| Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems | Dec 13, 2024 | Time Series | —Unverified | 0 | 0 |
| Integration of Mamba and Transformer -- MAT for Long-Short Range Time Series Forecasting with Application to Weather Dynamics | Sep 13, 2024 | Computational EfficiencyMamba | —Unverified | 0 | 0 |
| Spatio-temporal graph neural networks for multi-site PV power forecasting | Jul 29, 2021 | Graph Neural NetworkTime Series | —Unverified | 0 | 0 |
| Spatio-Temporal Graph Scattering Transform | Dec 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Spatio-Temporal Graph Structure Learning for Traffic Forecasting | Apr 3, 2020 | Graph structure learningTime Series | —Unverified | 0 | 0 |
| Spatiotemporal Impact of Trade Policy Variables on Asian Manufacturing Hubs: Bayesian Global Vector Autoregression Model | Mar 22, 2025 | Time Series | —Unverified | 0 | 0 |
| Spatiotemporal-Linear: Towards Universal Multivariate Time Series Forecasting | Dec 22, 2023 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 | 0 |
| Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition | Apr 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates | Apr 2, 2025 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |
| Analytics of Business Time Series Using Machine Learning and Bayesian Inference | May 25, 2022 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 | 0 |
| COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning | Aug 7, 2020 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 | 0 |
| A Deep Structural Model for Analyzing Correlated Multivariate Time Series | Jan 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes | Apr 21, 2021 | ManagementTime Series | —Unverified | 0 | 0 |
| A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat | Feb 8, 2019 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting | Nov 15, 2018 | PredictionTime Series | —Unverified | 0 | 0 |
| SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery | May 3, 2024 | DecoderEarth Observation | —Unverified | 0 | 0 |
| Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis | Mar 28, 2022 | ICU AdmissionTime Series | —Unverified | 0 | 0 |
| Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction | Mar 24, 2020 | ICU MortalityMortality Prediction | —Unverified | 0 | 0 |
| Deconfounding Time Series Forecasting | Oct 27, 2024 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Specific low frequency electromagnetic fields induce epigenetic and functional changes in U937 cells | Oct 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Two-Way Transformed Factor Model for Matrix-Variate Time Series | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |